Title :
A dynamic model between central aortic pressure and radial photoplethysmogram: Experimental proof of concept
Author :
Sohani, Vahid ; Zahedi, Edmond ; Mohd Ali, M.A. ; Gan Kok Beng ; Chellappan, Kalaivani
Author_Institution :
Dept. of Electr., Electron. & Syst. Eng., Univ. Kebangsaan Malaysia, Bangi, Malaysia
Abstract :
A parametric model is proposed to predict the amplitude-normalized central aortic pressure (CAP) waveform from the radial photoplethysmogram (PPG). The structure of the model is linear autoregressive with exogenous input (ARX [2 2 0]). Results show that a second order model can predict the radial PPG from the normalized-CAP with a fitness value above 88%. One application of this technique is to accurately estimate the amplitude-normalized CAP waveform from radial PPG, with the possibility of determination of important vascular indices. The advantage of the radial artery as recording site compared to the finger is it being unaffected by the autoregulation mechanism.
Keywords :
blood vessels; cardiovascular system; medical signal processing; photoplethysmography; waveform analysis; amplitude-normalized CAP waveform; amplitude-normalized central aortic pressure waveform; autoregulation mechanism; dynamic model; exogenous input; experimental proof-of-concept; linear autoregressive method; parametric model; radial artery; radial photoplethysmogram; recording site; second order model; vascular indices; Arteries; Blood pressure; Data models; Fingers; Mathematical model; Physiology; Transfer functions; Cardiovascular; Linear Parametric Model; Optical Characterization;
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2014 5th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-4654-9
DOI :
10.1109/ICIAS.2014.6869541